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Enhanced Multitask Learning with Attention Sparse Routing Mechanism for Intelligent Diabetes Prediction

open access: yesAdvanced Intelligent Systems, EarlyView.
The model leverages patient time‐space information for pattern feature representations. Encoders extract first and second‐order features, aggregated with categorical embeddings and dense features. Task‐specific and shared experts use gated networks, with a dispatch layer routing information for diabetes risk evaluation and blood glucose prediction ...
Yingshuai Wang   +8 more
wiley   +1 more source

Clinlabomics‐Enabled Blending Ensemble Learning for Low‐Cost Pan‐Cancer Detection and Classification Using Routine Clinical Laboratory Data

open access: yesAdvanced Intelligent Systems, EarlyView.
Researchers develop clinlabomics assisted for cancer identification, an artificial intelligence‐powered system using routine clinical lab data to detect and identify 10 cancer types. Tested on 19 199 individuals, it achieves 90.39% sensitivity and 82.41% specificity in cancer detection, with 72.57% accuracy in identifying specific cancer types ...
Bowen Zhang   +9 more
wiley   +1 more source

Early Enzyme Replacement Therapy Does Not Prevent the Protein Losing Enteropathy Syndrome in Neurovisceral Gaucher Disease

open access: yesAmerican Journal of Medical Genetics Part A, EarlyView.
ABSTRACT Gaucher disease (GD) is a rare lysosomal storage disorder characterized by multisystemic involvement. With the advent of enzyme replacement therapy (ERT), patient survival has improved, revealing new long‐term complications. We report a case of a 4‐year‐old male with severe neurovisceral GD who developed protein‐losing enteropathy (PLE ...
Vincenza Gragnaniello   +7 more
wiley   +1 more source

Gastric Emptying Delay with Pre-Meal Administration of Metformin and Anagliptin in Type 2 Diabetes: Effects on Postprandial Glucose and Triglyceride Levels in a Two-Case Report. [PDF]

open access: yesAm J Case Rep
Murata K   +12 more
europepmc   +1 more source

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